Text mining in education

R Ferreira‐Mello, M André, A Pinheiro… - … : Data Mining and …, 2019 - Wiley Online Library
text production, social networks, and blogs. Despite the large number of educational
applications of text mining … Thus, this paper presents an overview of the Educational Text Mining (…

Text mining in education—A bibliometrics-based systematic review

A Ahadi, A Singh, M Bower, M Garrett - Education Sciences, 2022 - mdpi.com
… of text mining methods used in the field of education. We … text mining or natural language
processing in educational … application of text mining methods in educational studies providing …

The use of gamification in education: a bibliometric and text mining analysis

J Martí‐Parreño, E Méndez‐Ibáñez… - Journal of computer …, 2016 - Wiley Online Library
… We used a bibliometric analysis, social network analysis and text mining analysis approach
in … Text mining is used to overcome the limitations of data mining to handle huge amounts of …

Sobek: A text mining tool for educational applications

E Reategui, M Klemann, D Epstein… - Proceedings of the …, 2011 - search.proquest.com
… The main contribution of this work has been to design a text mining mechanism for
educational applications where we proposed a modification in a known text mining process as to …

Key factors in digital literacy in learning and education: a systematic literature review using text mining

C Audrin, B Audrin - Education and Information Technologies, 2022 - Springer
… of education and learning. This study uses text mining to structure the field of research. …
are investigated in the context of learning and educational research. More specifically, we are …

A survey of the literature: how scholars use text mining in Educational Studies?

J Yang, Kinshuk, Y An - Education and Information Technologies, 2023 - Springer
… on text mining in education and how to use text mining techniques in recent educational
research … This study aims to investigate the recent educational articles using text mining and …

Text mining applied to distance higher education: A systematic literature review

P Takaki, ML Dutra - Education and Information Technologies, 2024 - Springer
… ; the text mining tasks most used were text classification (27%), … of works do not mention any
educational construct or theory. … Educational Text Mining (ETM) in distance higher education

Improving international attractiveness of higher education institutions based on text mining and sentiment analysis

CL Santos, P Rita, J Guerreiro - International Journal of Educational …, 2018 - emerald.com
… The present paper uses text mining (TM) and sentiment analysis (SA) to study online reviews
of IS about their HEIs. The paper studied 1938 reviews from 65 different business schools …

Supporting the education evidence portal via text mining

S Ananiadou, P Thompson… - … of the Royal …, 2010 - royalsocietypublishing.org
… The primary goal of text mining is to discover knowledge that is hidden in text, and to present
this … Text mining is a variation of data mining in that, while data mining discovers knowledge …

Text Mining–Based Review of Articles Published in the Journal of Professional Issues in Engineering Education and Practice

W Chen, Y Xu, R Jin, D Wanatowski - … in Engineering Education and …, 2019 - ascelibrary.org
… This study contributes to the review of engineering education and practice by demonstrating
that the text-mining approach could be reproduced to assist other review-based studies. …